The advantages of seaborn#

How Seaborn differs from Matplotlib and constructing effective plots leveraging the advantages of Seaborn.

  • IQ scores - Comparing IQ scores among different test groups using a box plot of the Seaborn library.

  • Surface temperature - Visualizing surface temperature change for the Northern Hemisphere for past years.

  • Compare with Tomatometer plot made with Matplotlib - Compare with Tomatometer plot made with Matplotlib.

  • Flight details - Using a heatmap to find patterns in flight passengers’ data.

  • YouTube - Visualizing the total number of subscribers and the total number of views for the top 30 YouTube channels (January 2020) in the music category by using the FacetGrid() function provided by Seaborn.

  • Mammalia - Generate a regression plot to visualize whether there is any linear relationship between body mass and maximum longevity of animals in the dataset. Only consider samples for the Mammalia class and a body mass of less than 200,000.

  • Water usage again - Creating a tree map using the Squarify and Seaborn libraries to choose where best to save water.

  • Impact of education - Get insights on whether the education of people in New York has an influence on their annual salary and weekly working hours.